function: mcp
1289 products, primary matches first, then adoption-weighted; health v2 shown.
| Product | Health v2 | Stars | Maturity |
|---|---|---|---|
| ECC ECC is an open-source 'agent harness operating system' that provides 261 skills, 64 agents, and 84 commands to optimize AI coding agents li… | 81 | 243524 | active |
| farion1231/cc-switch CC Switch is a cross-platform desktop application (built with Tauri and Rust) that acts as an all-in-one manager for AI coding CLI agents s… | 84 | 129568 | active |
| google-gemini/gemini-cli Gemini CLI is an open-source AI agent from Google that brings Gemini models directly into the terminal for coding, debugging, and workflow … | 82 | 106698 | active |
| thedotmack/claude-mem claude-mem is an open-source persistent memory engine for AI coding agents such as Claude Code, Codex CLI, Gemini CLI, Cursor, and other MC… | 80 | 91957 | active |
| ruvnet/ruflo Ruflo is an open-source agent meta-harness for deploying multi-agent swarms and coordinating autonomous AI workflows, with adaptive memory,… | 81 | 69486 | active |
| colbymchenry/codegraph CodeGraph is a local-first tool that indexes any codebase into a queryable knowledge graph using Tree-sitter parsing, exposing it to AI cod… | 82 | 68252 | active |
| upstash/context7 Context7 is an MCP server and hosted platform by Upstash that pulls up-to-date, version-specific library documentation and code examples di… | 82 | 61268 | active |
| aaif-goose/goose goose is an open-source, extensible general-purpose AI agent built in Rust that runs locally as a desktop app, CLI, and API. It connects to… | 85 | 53534 | active |
| ChromeDevTools/chrome-devtools-mcp An MCP server that exposes Chrome DevTools capabilities to AI coding agents, letting them control and inspect a live Chrome browser via Pup… | 84 | 49759 | active |
| HKUDS/nanobot nanobot is an ultra-lightweight, self-hosted personal AI agent framework written in Python. It provides a WebUI, terminal, and chat-app int… | 81 | 47427 | active |
| siyuan-note/siyuan SiYuan is a privacy-first, local-first note-taking and personal knowledge management application built around block-level editing, bidirect… | 95 | 45994 | active |
| abhigyanpatwari/GitNexus GitNexus is a client-side code intelligence tool that indexes a codebase into a knowledge graph of dependencies, call chains, and execution… | 82 | 45805 | active |
| sickn33/agentic-awesome-skills AAS Core is a local, agent-first control plane that gives coding agents like Codex, Claude Code, and Gemini CLI read-only access to a catal… | 78 | 45481 | active |
| Hmbown/CodeWhale Codewhale is an open-source, terminal-native coding agent written in Rust that reads your repository, edits files, runs commands, and works… | 78 | 40866 | active |
| DeusData/codebase-memory-mcp A Model Context Protocol (MCP) server that indexes codebases into a persistent knowledge graph of functions, classes, call chains, and HTTP… | 81 | 40771 | active |
| wshobson/agents A marketplace of 93 installable agentic plugins (202 agents, 181 skills, 105 commands, 16 orchestrators) built for Claude Code and consumab… | 62 | 39163 | active |
| microsoft/playwright-mcp A Model Context Protocol (MCP) server from Microsoft that exposes Playwright browser automation capabilities to LLMs and MCP clients. It le… | 81 | 36504 | active |
| DayuanJiang/next-ai-draw-io A Next.js web application that combines AI chat with draw.io diagram editing, letting users create and modify diagrams through natural lang… | 81 | 35313 | active |
| agentscope-ai/QwenPaw QwenPaw is a self-hosted personal AI assistant built in Python that connects to multiple chat channels (DingTalk, Feishu, QQ, Discord, iMes… | 81 | 34508 | active |
| lightpanda-io/browser Lightpanda is a headless web browser built from scratch in Zig, designed for AI agents, automation, and web scraping rather than human rend… | 97 | 34269 | active |
| github/github-mcp-server GitHub's official Model Context Protocol (MCP) server that connects AI tools like Claude, Cursor, and VS Code directly to GitHub's platform… | 83 | 32535 | active |
| HKUDS/Vibe-Trading Vibe-Trading is an open-source AI finance research agent that turns natural-language prompts into runnable market research, backtests, and … | 81 | 31791 | active |
| tirth8205/code-review-graph A local-first code intelligence tool that builds a persistent knowledge graph of a codebase using Tree-sitter static analysis, exposed via … | 81 | 30891 | active |
| ComposioHQ/composio Composio is an SDK platform (TypeScript and Python SDKs plus a CLI) that gives AI agents access to 1000+ pre-built app toolkits with per-us… | 88 | 29893 | active |
| AgentScope AgentScope is a production-ready multi-agent framework for building LLM-powered agents with ReAct reasoning, tool execution, MCP integratio… | 93 | 29706 | active |
| langchain-ai/deepagents Deep Agents is an open-source, batteries-included agent harness from LangChain built on LangGraph, providing an opinionated agent with file… | 81 | 28559 | active |
| oraios/serena Serena is an MCP toolkit that gives AI coding agents semantic code retrieval, editing, refactoring, and debugging capabilities at the symbo… | 85 | 28526 | active |
| eyaltoledano/claude-task-master Taskmaster is an AI-powered task-management system that generates structured, dependency-aware task lists from a product brief so AI coding… | 70 | 28022 | active |
| can1357/oh-my-pi oh-my-pi (omp) is a terminal-based AI coding agent with IDE integrations wired in, built as a fork of Pi with a Rust core and TypeScript/Bu… | 78 | 27695 | active |
| rohitg00/agentmemory agentmemory is a local-first persistent memory runtime for AI coding agents like Claude Code, Cursor, Copilot CLI, and any MCP client. It a… | 81 | 27526 | active |
| QwenLM/qwen-code Qwen Code is an open-source AI coding agent that runs in the terminal, providing agentic code editing, review, and automation powered by Qw… | 81 | 27405 | active |
| PrefectHQ/fastmcp FastMCP is a Python framework for building Model Context Protocol (MCP) servers, clients, and interactive applications. It turns ordinary P… | 83 | 27399 | active |
| ahujasid/blender-mcp An MCP server and Blender addon that lets any LLM (Claude, ChatGPT, Gemini, Cursor, or local models via Ollama) control Blender 3D through … | 64 | 26346 | active |
| yikart/AiToEarn AiToEarn is an open-source AI content marketing agent platform that helps solo creators and businesses generate, publish, and monetize cont… | 83 | 25313 | active |
| activepieces/activepieces Activepieces is an open-source, AI-first workflow automation platform and Zapier alternative with a no-code builder, 700+ integrations, and… | 94 | 24050 | active |
| different-ai/openwork OpenWork is a free, open-source desktop app for building and sharing AI agent workflows, positioned as an open-source alternative to Claude… | 78 | 23093 | active |
| n8n-mcp A Model Context Protocol (MCP) server that gives AI assistants like Claude, Cursor, and Windsurf deep knowledge of n8n's 2,500+ workflow no… | 81 | 22790 | active |
| airbytehq/airbyte Airbyte is an open-source data movement platform providing 600+ connectors for replicating data from APIs, databases, and files into wareho… | 79 | 21960 | active |
| mksglu/context-mode An open-source MCP plugin that optimizes AI coding agent context windows by intercepting large tool outputs, storing them in a local FTS5 i… | 74 | 20167 | active |
| kortix-ai/suna Kortix is an open-source AI Management System where AI agents, skills, memory, and connectors are defined as files in a git repo. Agents ru… | 85 | 20141 | active |
| agent0ai/agent-zero Agent Zero is an open-source agentic AI framework that gives LLM-powered agents a full Dockerized Linux computer, including a desktop, brow… | 86 | 18978 | active |
| nukeop/nuclear Nuclear is a free, open-source desktop music player that streams free music from multiple sources via a plugin system, with playlists, queu… | 95 | 18347 | active |
| RightNow-AI/openfang OpenFang is an open-source Agent Operating System written in Rust that runs autonomous AI agents on schedules, 24/7, with pre-built capabil… | 68 | 18135 | active |
| QwenLM/Qwen-Agent Qwen-Agent is a Python framework for building LLM agent applications on top of Qwen models, providing function calling, MCP support, code i… | 61 | 17018 | active |
| googleapis/mcp-toolbox MCP Toolbox for Databases is an open source Model Context Protocol (MCP) server, written in Go, that connects AI agents, IDEs, and applicat… | 90 | 16262 | active |
| andrewyng/aisuite aisuite is a lightweight Python library providing a unified, OpenAI-style Chat Completions API across many LLM providers (OpenAI, Anthropic… | 83 | 16174 | active |
| GLips/Figma-Context-MCP Framelink Figma Context MCP is a Model Context Protocol server that fetches and simplifies Figma design data (layout, styling, components) … | 82 | 15720 | active |
| xpzouying/xiaohongshu-mcp A Model Context Protocol (MCP) server written in Go that lets AI assistants like Claude Code access and operate Xiaohongshu (Little Red Boo… | 80 | 15495 | active |
| open-metadata/OpenMetadata OpenMetadata is an open-source metadata management platform that unifies data cataloging, lineage, data quality, governance, and business s… | 95 | 14986 | active |
| bytebase/bytebase Bytebase is an open-source database governance platform that acts as a control plane between users (humans and AI agents) and databases, co… | 98 | 14419 | active |
| NevaMind-AI/memU memU is a lightweight, agent-driven memory system that gives LLM agents a shared, inspectable personal memory layer across sessions, agents… | 77 | 14351 | active |
| casdoor/casdoor Casdoor is an open-source, self-hosted Identity and Access Management (IAM) and single sign-on (SSO) platform with a web UI, written in Go.… | 95 | 14276 | active |
| NanmiCoder/cc-haha A local-first cross-platform desktop workspace for Claude Code and AI coding agents, built with Electron, React, and TypeScript. It provide… | 81 | 14232 | active |
| palmier-io/palmier-pro Palmier Pro is an open-source, Swift-native multi-track video editor for macOS (Apple Silicon) with built-in generative AI for video, image… | 77 | 13964 | active |
| CoplayDev/unity-mcp MCP for Unity is a bridge that connects AI assistants (Claude, Cursor, VS Code, local LLMs) to the Unity Editor via the Model Context Proto… | 80 | 13675 | active |
| browserless/browserless Browserless is a platform for deploying and managing headless browsers (Chrome, Firefox, WebKit) in Docker, usable self-hosted or via their… | 99 | 13634 | active |
| every-app/open-seo OpenSEO is an open-source, self-hostable SEO platform offering keyword research, rank tracking, backlink analysis, domain overview, site au… | 81 | 13598 | active |
| AgriciDaniel/claude-obsidian A Claude Code plugin/skill system that turns an Obsidian vault into a self-organizing AI second brain. It captures sources, creates linked … | 81 | 13416 | active |
| browseros-ai/BrowserOS BrowserOS is an open-source, Chromium-based agentic browser that lets AI agents (Claude Code, Codex, Cursor, MCP agents) drive a real brows… | 81 | 13360 | active |
| zilliztech/claude-context Claude Context is an MCP plugin that adds semantic code search to Claude Code and other AI coding agents, indexing an entire codebase into … | 60 | 12447 | active |
| hangwin/mcp-chrome A Chrome extension that acts as a Model Context Protocol (MCP) server, exposing your real Chrome browser—its tabs, login states, and config… | 56 | 12352 | active |
| tadata-org/fastapi_mcp FastAPI-MCP is a Python library that automatically exposes FastAPI endpoints as Model Context Protocol (MCP) tools, preserving request/resp… | 45 | 11988 | active |
| BeehiveInnovations/pal-mcp-server PAL MCP (formerly Zen MCP) is a Model Context Protocol server that lets AI coding CLIs like Claude Code, Gemini CLI, and Codex CLI orchestr… | 49 | 11724 | active |
| mrexodia/ida-pro-mcp An MCP server and IDA Pro plugin that connects IDA Pro's binary analysis capabilities to language models, enabling AI-assisted reverse engi… | 61 | 11616 | active |
| UI-TARS UI-TARS is ByteDance's open-source multimodal AI agent stack, comprising Agent TARS (a CLI/Web UI multimodal agent that operates terminals,… | 49 | 11389 | active |
| 0x4m4/hexstrike-ai HexStrike AI is an MCP server that bridges LLM agents (Claude, GPT, Copilot) with 150+ cybersecurity tools for autonomous penetration testi… | 61 | 11381 | active |
| github/copilot-cli GitHub Copilot CLI brings the Copilot coding agent to the terminal, letting developers build, debug, and refactor code through natural lang… | 93 | 11122 | active |
| OpenByteInc/QuantDinger QuantDinger is an open-source, self-hosted AI quantitative trading platform covering crypto, stocks, and forex. It combines AI multi-agent … | 82 | 11112 | active |
| ValueCell-ai/valuecell ValueCell is a community-driven, multi-agent platform for financial applications, providing AI investment agents for stock selection, resea… | 60 | 11005 | active |
| aden-hive/hive OpenHive is a model-agnostic multi-agent harness and runtime layer for production AI workloads, organizing specialized agents into 'colonie… | 76 | 10974 | active |
| huggingface/skills A collection of Agent Skills (SKILL.md folders) that teach AI coding agents how to use the Hugging Face ecosystem, including the hf-cli ski… | 61 | 10964 | active |
| holaboss-ai/holaOS holaOS is an open-source, local-first agentic desktop workspace built with Electron and TypeScript that lets enterprises assemble their own… | 69 | 10925 | active |
| mcp-use/mcp-use mcp-use is a fullstack TypeScript framework for building MCP (Model Context Protocol) servers, ChatGPT Apps, and Claude connectors, with fu… | 82 | 10527 | active |
| Astrid Astrid is a portable, capability-secure operating system for composable software, where every component runs as a sealed WebAssembly capsul… | 80 | 10273 | active |
| pinchtab/pinchtab PinchTab is a standalone Go HTTP server that gives AI agents direct control over Chrome via CDP, with stealth injection and multi-instance … | 82 | 10144 | active |
| LaurieWired/GhidraMCP GhidraMCP is a Model Context Protocol server implemented as a Ghidra plugin that exposes Ghidra's reverse engineering tools to LLM clients.… | 34 | 9865 | active |
| awslabs/mcp A suite of open-source Model Context Protocol (MCP) servers from AWS Labs that expose AWS services, documentation, and best practices to LL… | 82 | 9641 | active |
| wonderwhy-er/DesktopCommanderMCP Desktop Commander is an MCP server that gives AI clients like Claude Desktop, Cursor, and ChatGPT direct access to the local terminal, file… | 86 | 9408 | active |
| anthropics/claude-for-legal A suite of Claude plugins, skills, and MCP connectors from Anthropic for legal workflows across practice areas like commercial, privacy, li… | 58 | 9273 | active |
| Model Context Protocol A collection of reference implementations of Model Context Protocol (MCP) servers maintained by the MCP steering group, demonstrating how t… | 84 | 9065 | active |
| mark3labs/mcp-go A Go SDK implementing the Model Context Protocol (MCP), letting developers build MCP servers that expose tools, resources, and prompts to L… | 83 | 9035 | active |
| unicity-aos/aos-ce AOS Community Edition is an open-source 'agent operating system' written in Rust that provides a CLI (`aos`), HTTP API, daemon, and MCP ser… | 78 | 8552 | active |
| lastmile-ai/mcp-agent mcp-agent is a Python framework for building AI agents on top of the Model Context Protocol (MCP) using simple, composable workflow pattern… | 52 | 8519 | active |
| idosal/git-mcp GitMCP is a free, open-source remote Model Context Protocol (MCP) server that turns any public GitHub repository or GitHub Pages site into … | 56 | 8348 | active |
| vudovn/ag-kit AG Kit is a CLI-installed capability expansion kit for AI coding agents (primarily Google Antigravity) that installs a .agents workspace of… | 80 | 8155 | active |
| withastro/flue Flue is an open-source TypeScript framework for building autonomous AI agents using a React-like hooks API ('use agent' directive, useModel… | 58 | 8039 | active |
| YaoApp/yao Yao Agents is a self-hosted, AI-native platform for running AI agents and workspaces across your own devices, with a task board, isolated w… | 99 | 7812 | active |
| osaurus-ai/osaurus Osaurus is a native Swift macOS application that acts as a local-first AI harness, running open models on Apple Silicon (via MLX and Apple … | 80 | 7691 | active |
| ibelick/ui-skills A curated registry of design-engineering 'skills' (reusable instruction documents) that help humans and AI agents build better user interfa… | 79 | 7652 | active |
| ArvinLovegood/go-stock A Wails + NaiveUI desktop application that combines stock market data (A-shares, Hong Kong, US markets) with LLM-powered analysis, includin… | 84 | 7367 | active |
| AgentDeskAI/browser-tools-mcp An MCP server plus Chrome extension that streams console logs, network activity, screenshots, and Lighthouse audits from a user's real, log… | 86 | 7300 | active |
| modelcontextprotocol/registry A community-driven registry service for Model Context Protocol (MCP) servers, acting like an app store where MCP clients can discover serve… | 86 | 7192 | active |
| craft-ai-agents/craft-agents-oss Craft Agents is an open-source, agent-native desktop application for working with AI agents in a document-centric, GUI-based workflow inste… | 78 | 7124 | active |
| Strands Agents Strands Agents is an open-source SDK (Python and TypeScript) for building production AI agents with a model-driven approach, supporting any… | 81 | 7022 | active |
| BrowserMCP/mcp Browser MCP is an MCP server plus Chrome extension that lets AI applications like Claude, Cursor, VS Code, and Windsurf control the user's … | 28 | 7019 | active |
| grab/cursor-talk-to-figma-mcp An MCP server plus Figma plugin that lets AI agents like Cursor, Claude Code, and Codex read and programmatically modify Figma designs. A W… | 62 | 6987 | active |
| open-multi-agent/open-multi-agent Open Multi-Agent (OMA) is an MIT-licensed TypeScript framework for multi-agent AI orchestration that runs inside Node.js backends. A coordi… | 81 | 6831 | active |
| CursorTouch/Windows-MCP Windows-MCP is a lightweight open-source MCP server that bridges LLM-based AI agents and the Windows operating system, letting agents contr… | 85 | 6828 | active |
| outsourc-e/hermes-workspace Hermes Workspace is a native web UI for the Nous Research Hermes Agent, bundling chat, terminal, memory browsing, skills marketplace, MCP m… | 76 | 6516 | active |
| CodePilot CodePilot is a multi-model AI agent desktop client built with Electron and Next.js that connects to 17+ AI providers through a single inter… | 78 | 6421 | active |
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